The real reason coding agents get more done

Every few months a new model tops the benchmarks, and every few months teams discover the same thing: the model was never the bottleneck. Context was.

Context beats cleverness

An agent that knows your components, your tokens and your conventions produces code that merges. An agent that doesn’t produces code that gets rewritten.

Handoffs are the hidden cost

The second multiplier is who can continue the work. When a designer can polish the UI an agent drafted, and a PM can fix the copy, engineers stop being the only path to production.

• Give agents your repo, not a blank sandbox.
• Let every role review and edit in the running app.
• Keep pull requests as the single gate.

That’s the loop Nexora is built around.